Unverified50% confidenceSolutionExact time
Deterministic format normalization is a technical approach that handles format issues through string repair, avoiding LLM retries, and applies only to layout-drift-type format issues, not semantic errors.
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50%
Confidence
Long-term
Relevance
10/18/2026
First Seen
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